Deep Learning for Radio-based Human Sensing: Recent Advances and Future Directions

23 October 2020

Papers citing "Deep Learning for Radio-based Human Sensing: Recent Advances and Future Directions"

8 / 8 papers shown

Title
NeuralPrefix: A Zero-shot Sensory Data Imputation Plugin Abdelwahed Khamis Sara Khalifa 59 0 0 09 Feb 2025
X-Fi: A Modality-Invariant Foundation Model for Multimodal Human Sensing Xinyan Chen Jianfei Yang 37 1 0 14 Oct 2024
radarODE: An ODE-Embedded Deep Learning Model for Contactless ECG Reconstruction from Millimeter-Wave Radar Yizheng Wu Jun Cen Xingyi Li Rui Yang Yutao Yue Guo-Shing Lin 36 3 0 03 Aug 2024
WiMANS: A Benchmark Dataset for WiFi-based Multi-user Activity Sensing Shuokang Huang Kaihan Li Di You Yichong Chen Arvin Lin Siying Liu Xiaohui Li Julie A. McCann 22 6 0 24 Jan 2024
MM-Fi: Multi-Modal Non-Intrusive 4D Human Dataset for Versatile Wireless Sensing Jianfei Yang He Huang Yunjiao Zhou Xinyan Chen Yuecong Xu Shenghai Yuan Han Zou Chris Xiaoxuan Lu Lihua Xie 32 46 0 12 May 2023
Exposing the CSI: A Systematic Investigation of CSI-based Wi-Fi Sensing Capabilities and Limitations Marco Cominelli Francesco Gringoli Francesco Restuccia 28 17 0 02 Feb 2023
Vision Transformer with Convolutional Encoder-Decoder for Hand Gesture Recognition using 24 GHz Doppler Radar Kavinda Kehelella Gayangana Leelarathne Dhanuka Marasinghe Nisal Kariyawasam V. Ariyarathna A. Madanayake Ranga Rodrigo Chamira U. S. Edussooriya ViT 8 6 0 12 Sep 2022
Self-Supervised WiFi-Based Activity Recognition Hok-Shing Lau Ryan McConville M. J. Bocus Robert Piechocki Raúl Santos-Rodríguez SSL 13 12 0 19 Apr 2021